Dynamic content insertion on a user-by-user basis

ABSTRACT

Various arrangements for performing dynamic content insertion are presented. Content items that have been output for presentation may be tracked across multiple television viewing sessions. One or more insertion rules may be evaluated that are mapped to a content item. The content item may be determined to have met an output rate threshold. An alternative piece of content may be selected for insertion based on the content item having met the output threshold rate. The television receiver may be triggered to substitute the alternative content item into a television channel stream to replace the content item.

CROSS-REFERENCES TO RELATED APPLICATIONS

This application is a continuation of U.S. patent application Ser. No.16/721,295, filed on Dec. 19, 2019, entitled “Dynamic Content InsertionOn A User-By-User Basis,” the disclosure of which is hereby incorporatedby reference in its entirety for all purposes.

BACKGROUND

Content presented on television can be an effective way to reach a largeaudience. When a user views a piece of content for the first time, theuser may tend to pay particular attention. However, if the same piece oftelevised content is viewed by the user repeatedly, the user may loseinterest and either not pay attention (e.g., leave the room, look atanother device, talk to someone, read a magazine, etc.) or may changethe channel. From the perspective of a content provider, there may belittle benefit to outputting the same piece of content to the same userrepeatedly. Therefore, it may be beneficial to vary the contentpresented on a user-by-user basis.

SUMMARY

Various embodiments are described related to a method for performingdynamic content insertion. In some embodiments, a method for performingdynamic content insertion is described. The method may includeidentifying a user profile as active at a television receiver based onthe user profile being mapped to a current television viewing session.The method may include tracking a plurality of content items that havebeen output for presentation while the user profile may be active acrossa plurality of television viewing sessions. Tracking the plurality ofcontent items may comprise determining a number of times that eachcontent item of the plurality of content items has been output while theuser profile may be active across the plurality of television viewingsessions. The method may comprise evaluating a set of insertion rulesthat may be mapped to a content item. The method may comprisedetermining that the content item of the plurality of content items hasmet an output threshold for the user profile. The method may compriseselecting an alternative content item for insertion based on the set ofinsertion rules and determining that the content item has met the outputthreshold for the user profile. The method may comprise triggering thetelevision receiver to substitute the alternative content item into atelevision channel stream to replace the content item. The method maycomprise outputting, by the television receiver, the television channelstream that includes the alternative content item.

Embodiments of such a method may include one or more of the followingfeatures: determining a confidence value indicative of how likely theuser profile identified as active may be correct. The method maycomprise tracking the plurality of content items that have been outputfor presentation at a household level regardless of any user profile.Determining that the content item of the plurality of content items hasmet the output threshold for the user profile may comprise determining aweighting value based on the determined confidence value indicative ofhow likely the user profile identified as active may be correct. Themethod may comprise calculating an output value based on the weightingvalue the determined number of times that the content item has beenviewed while the user profile may be active, and a number of times thecontent item has been viewed at the household level based on a householdprofile, and determining that the output value has met the outputthreshold. Tracking the plurality of content items further may comprisedetermining an output rate during a time period for each content item ofthe plurality of content items has been output while the user profilemay be active across the plurality of television viewing sessions.Determining that the content item of the plurality of content items hasmet the output threshold for the user profile may comprise determiningthat the output rate during the time period has met or exceeded athreshold rate value for the content item. The plurality of contentitems may be advertisements presented during television commercialbreaks. Identifying the user profile may be based on a hierarchicalevaluation of a plurality of user profile identification factors. Thehierarchical evaluation of the plurality of user profile identificationfactors may comprise determining the user profile based on a type ofcontent being output for presentation. Triggering may comprise a remoteserver system transmitting an insertion message to the televisionreceiver. The method may further comprise retrieving, by the televisionreceiver, the alternate content item from a processor-readable storagemedium of the television receiver.

In some embodiments, a dynamic content insertion system is described.The system may comprise a television service provider system. The systemmay comprise a metadata insertion system that adds metadata to aplurality of television channel streams prior to the plurality oftelevision channel streams being transmitted to a plurality oftelevision receivers. The system may comprise a user identificationsystem that may identify a user profile as active at a televisionreceiver based on the user profile being mapped to a current televisionviewing session. The system may comprise a tracking system that tracks aplurality of content items that has been output for presentation whilethe user profile may be active across a plurality of television viewingsessions. Tracking the plurality of content items may comprise thetracking system being configured to determine a number of times thateach content item of the plurality of content items has been outputwhile the user profile may be active across the plurality of televisionviewing sessions. The system may comprise an insertion trigger systemthat may evaluate a set of insertion rules that may be mapped to acontent item. The insertion trigger system may determine that thecontent item of the plurality of content items has met an outputthreshold for the user profile. The insertion system may select analternative piece of content for insertion based on the set of insertionrules and determining that the content item has met the output thresholdfor the user profile. The insertion system may trigger the televisionreceiver to substitute the alternative content item into a televisionchannel stream to replace the content item.

Embodiments of such a system may include one or more of the followingfeatures: the system further may comprise the plurality of televisionreceivers. Each television receiver of the plurality of televisionreceivers may transmit feedback via the Internet to the televisionservice provider system indicative of a content item. The insertiontriggering system that triggers the television receiver to substitutethe alternative content item in the television channel stream may beconfigured to transmit an insertion trigger message via the Internet.The insertion trigger message may indicate a content item identifier andan alternative content item identifier. The system further may comprisea plurality of streaming content viewer devices. The user identificationsystem may be configured to determine a confidence value indicative ofhow likely the user profile identified as active may be correct. Thetracking system may be configured to track the plurality of contentitems that have been output for presentation at a household levelregardless of any user profile. The insertion trigger system thatdetermines that the content item of the plurality of content items hasmet the output threshold for the user profile may comprise the insertiontrigger system being configured to determine a weighting value based onthe determined confidence value indicative of how likely the userprofile identified as active may be correct. The insertion triggersystem may be configured to calculate an output value based on theweighting value, the determined number of times that the content itemhas been viewed while the user profile may be active, and a number oftimes the content item has been viewed at the household level based on ahousehold profile. The insertion trigger system may be configured todetermine that the output value has met the output threshold. Thetracking system may be configured to determine an output rate during atime period for each content item of the plurality of content items hasbeen output while the user profile may be active across the plurality oftelevision viewing sessions.

In some embodiments, a non-transitory processor-readable mediumcomprising processor-readable instructions is described. Thenon-transitory processor-readable medium comprising processor-readableinstructions may be configured to cause one or more processors toidentify a user profile as active at a television receiver based on theuser profile being mapped to a current television viewing session. Theone or more processors may track a plurality of content items that havebeen output for presentation while the user profile may be active acrossa plurality of television viewing sessions. Tracking the plurality ofcontent items may comprise determining a number of times that eachcontent item of the plurality of content items has been output while theuser profile may be active across the plurality of television viewingsessions. The one or more processors may evaluate a set of insertionrules that may be mapped to a content item. The one or more processorsmay determine that the content item of the plurality of content itemshas met an output threshold for the user profile. The one or moreprocessors may select an alternative content item for insertion based onthe set of insertion rules and determining that the content item has metthe output threshold for the user profile. The one or more processorsmay trigger the television receiver to substitute the alternativecontent item into a television channel stream to replace the contentitem

BRIEF DESCRIPTION OF THE DRAWINGS

A further understanding of the nature and advantages of variousembodiments may be realized by reference to the following figures. Inthe appended figures, similar components or features may have the samereference label. Further, various components of the same type may bedistinguished by following the reference label by a dash and a secondlabel that distinguishes among the similar components. If only the firstreference label is used in the specification, the description isapplicable to any one of the similar components having the same firstreference label irrespective of the second reference label.

FIG. 1 illustrates an embodiment of a system for performing dynamiccontent insertion.

FIG. 2 illustrates an embodiment of a household television viewingsystem.

FIG. 3 illustrates an embodiment of the relationship between a householdprofile and user profiles.

FIG. 4 illustrates an embodiment of a method for hierarchicallydetermining an active user profile from a plurality of user profiles.

FIG. 5 illustrates an embodiment of a method for performing dynamiccontent insertion based on a user profile.

FIG. 6 illustrates another embodiment of a method for performing dynamiccontent insertion based on a user profile.

DETAILED DESCRIPTION OF THE INVENTION

A particular user may tend to watch his or her favorite televisionchannels repeatedly, which can result in the user viewing the samecontent many times. While an entity, such as an advertiser, may desirethe user to view a particular piece of content (e.g., a commercial)multiple times, beyond that, additional viewing of the content may havesignificantly diminished returns. First, repeatedly being exposed to thesame content item may be boring for the user and can result in the userbecoming disengaged from his television viewing session. Second, theentity may by paying significant sums of money to have the contenttransmitted on the television channel; therefore, the entity may desireto avoid paying for distribution of the content when the user will havemarginal interest, at best.

Dynamic content insertion (DCI) refers to the insertion of content toreplace another piece of content in a television channel stream.Typically, a television channel involves commercial breaks at variousstages during the broadcast of a television program. In lieu ofpresenting a content item (e.g., a commercial) that was included as partof the television channel transmission, an alternative content item maybe inserted to replace the content item. Embodiments detailed herein arefocused on performing DCI on a user-by-user basis in response to thenumber of times or rate at which a particular content item present intelevision channel transmissions has been output for presentation to aparticular user.

Analysis of content viewership may be performed on a per-user basis. Fora given television viewing session, a determination is made as to whichuser is currently viewing the televised content. For instance, a usermay watch over-the-top (OTT) content using a first computerized deviceand may at some other time view the same or different televisionchannels broadcast via a television distribution system (e.g., asatellite-based system, a cable system, an IP system, etc.) to atelevision receiver (e.g., a set top box). Therefore, it may bebeneficial to track a given user across multiple viewing devices. Thespecific content items viewed by the user across one or more viewingdevices may be tracked. When a particular content item has been output athreshold number of times or has met a threshold rate (e.g., four timesper week) of being output to the user, an alternative piece of contentmay be substituted in its place for presentation to the user. Thissubstitution may be performed for any content item present in atelevision channel broadcast or transmission or may be performed on onlycertain designated content items.

In some embodiments, it may be difficult to ascertain with certainty theparticular user that is viewing televised content. For instance,multiple users may be viewing a same device together. In addition totracking the output of content on a user-by-user basis, the output ofcontent items may be tracked on a household basis. A household profilemay be used for tracking all content items viewed in association with aparticular household, such as all user profiles that are linked with aparticular subscription. To determine whether a viewing threshold hasbeen met, a weighting value that is based on a confidence of how likelythe selected user profile accurately represents the user(s) viewing thetelevised content may be evaluated in combination with the active userprofile and the household profile. If a viewing threshold is exceeded,alternative content may be inserted into the version of the televisionchannel output for presentation. An indication of the alternativecontent that was inserted may be provided to the television serviceprovider for tracking purposes, such as to provide compensation or datato the entity whose content was replaced.

Further detail regarding these and other embodiments is provided inrelation to the figures. FIG. 1 illustrates an embodiment of a system100 for performing dynamic content insertion. System 100 can include:television service provider system 110; television receiver 120;streaming content viewer 125; content provider systems 130; and theInternet 140. Collectively, television receivers and streaming contentviewers are referred to as “viewing devices” within this document.Content provider systems 130 provide streams of television channels thatinclude content items to television service provider system 110. Eachcontent provider system of content provider systems 130 can represent aparticular television channel, such as NBC, CBS, FOX, ESPN, ABC, CNN,etc. Each content provider may have sold advertising space duringcommercial breaks. Therefore, the television channel streams receivedfrom content provider systems 130 by television service provider system110 can include television programs interspersed with commercials, eachof which can be referred to individually as a content item. Therefore,the embodiments detailed herein can be used to replace commercials,television programs, or both. For simplicity, only two content providersystems 130 are illustrated. It should be understood that televisionservice provider system 110 may receive many more television channelstreams from various content provider systems.

Television service provider system 110 can be a computerized system thatcomprises one or more centralized or distributed server systems.Television service provider system 110 can include metadata system 111,tracking system 112, user identification system 113, and insertiontrigger system 116. These systems may be implemented using one or moreprocessing systems that include one or more special-purpose orgeneral-purpose processors. Such special-purpose processors may includeprocessors that are specifically designed to perform the functionsdetailed herein. Such special-purpose processors may be ASICs or FPGAswhich are general-purpose components that are physically andelectrically configured to perform the functions detailed herein. Suchgeneral-purpose processors may execute special-purpose software that isstored using one or more non-transitory processor-readable mediums, suchas random access memory (RAM), flash memory, a hard disk drive (HDD), ora solid state drive (SSD). Television service provider system 110 canfurther include household profiles database 114; user profiles database115; insertion rules database 117; and alternative content database 118.Each of these databases may be stored using one or more non-transitoryprocessor-readable mediums. Television service provider system 110 mayfurther include components to transmit television channel streams via atelevision distribution system, which can include a cable system,satellite system, IP-based system, or some other system that distributestelevision programming.

Television service provider system 110 may insert metadata in eachtelevision channel stream prior to distributing or broadcasting.Metadata system 111, which may be implemented using computerizedcomponents, may analyze each received television channel stream fromcontent provider systems 130 and may insert metadata that identifiescontent items present within each television channel stream. Forinstance, each different content item present within each televisionchannel stream may be assigned a unique identifier. Therefore, if thesame content item appears on different channels, the same uniqueidentifier may be associated with each instance of the content item.This metadata may be transmitted along with the television channelstream to various television receivers, such as television receiver 120.In some embodiments, rather than metadata system 111 being used to add acertain identifier particular to each content item in a televisionchannel stream, such metadata may be provided as part of the televisionchannel stream received from content provider systems 130.

Television receiver 120 may be a set top box (STB) or incorporated aspart of the smart television. Television receiver 120 may be configuredto function as part of a satellite-based television distribution system,a cable-based television distribution system, a fiber-optic basedtelevision distribution system, or an IP-based television distributionsystem. Further detail regarding embodiments that involve televisionreceiver 120 are provided in relation to FIG. 2 . Since televisionchannel streams are broadcast by television service provider system 110to multiple television receivers, without receiving some form offeedback, it may not be possible for television service provider system110 to determine which content items were output for presentation atindividual television receivers. Television receiver 120 may transmitfeedback 152 via Internet 140 to television service provider system 110.Feedback 152 can indicate the particular content items that were outputfor presentation by television receiver 120. Therefore, feedback 152 caninclude unique content identifiers that were inserted by metadata system111 or are provided as part of the television channel streams receivedfrom content provider systems 130. As illustrated in FIG. 1 ,communication to television service provider system 110 from televisionreceiver 120 can be performed via Internet 140. However, in otherembodiments, communication from television receiver 120 to televisionservice provider system 110 can be performed via some othercommunication method, such as via a dial-up modem communicationarrangement, via a NB-IoT (narrowband Internet of Things) network, orvia a cellular communication connection.

Tracking system 112 may receive feedback 152 from television receiver120. Tracking system 112 may use the feedback that is indicative of theparticular content items that were output for presentation by televisionreceiver 120 to update user profiles database 115 and household profilesdatabase 114. The particular user profile and the particular householdprofile that are to be updated may be determined by either televisionreceiver 120 or by user identification system 113. User identificationsystem 113 may use data included in feedback 152 to determine theparticular user profile that is to be updated. Detail regarding how aparticular user profile may be identified as active is provided inrelation to the method of FIG. 4 . Tracking system 112 can update theappropriate user profile and the household profile that is linked withthe user profile in user profile databases 115 and household profilesdatabase 114, respectively. Table 1 illustrates an example embodiment ofa few user profiles that may be stored as part of user profiles database115. For each content item that is output for presentation, trackingsystem 112 may add information, such as adding or updating an entry inuser profiles database 115. The information tracked in user profilesdatabase 115 may indicate the number of times and the rate over a giventime period that individual content items have been output forpresentation while the user profile was determined to be active.

TABLE 1 Number Number of Views Number of Views Content Number WithinContent of Total within User Profile Item #1 of views Last Week Item #2Views Last Week Joseph.Hogan 349574 4 2 1348543 1 1 Kieran.Thomas 0345397 5 2344378 5 0 William.Jerry 349574 3 1 2344378 4 3

Table 1 merely serves as an example as to how data for particularcontent items may be stored in relation to user profiles. In otherembodiments, other data storage arrangements may be used that organizesimilar data differently. In some embodiments, a separate householdprofiles database is not necessary. Rather, an indication of theparticular user profiles that are mapped to a given household profile isstored. As such, the household profile can be constructed by summing thedata for the individual user profiles that are mapped to the householdprofile. If a separate household profile database, such as householdprofiles database 114, is used, the data may be stored in a formatsimilar to user profiles database 115, but on a household basis.Therefore, entries may contain similar information as in Table 1, butmay be mapped to an entire household that includes multiple users.

While some viewing of television channel streams is performed viabroadcasts that are received and output by television receivers, such astelevision receiver 120, a user may use another device, such asstreaming content viewer 125, to view television channel streams.Streaming content viewer 125 may be some form of computerized device,such as: a smart phone; cellular phone; a tablet computer; a smart TV; agaming device; a streaming media player; a desktop or laptop computersystem; or some other form of computerized device that has incorporatedor can be connected with a display device. For instance, a possiblestreaming content viewer 125 is a smart phone that has an applicationinstalled that is particular to television service provider system 110and allows for access to television channel streams output by televisionservice provider system 110. Such television channel streams may bedelivered via Internet 140 in an over-the-top (OTT) arrangement. It maybe possible that a same user may use television receiver 120 to viewtelevision channel streams and that at another time that user can usestreaming content viewer 125 to view television channel streams.

In some embodiments, streaming content viewer 125 may receiveover-the-air (OTA) broadcasts of television programs from a streamingdevice connected with an OTA antenna that receives VHF and UHFbroadcasts of television channels. The streaming device may receive theOTA broadcast, transcode, packetize, and retransmit an OTA televisionchannel via a network (e.g., a local WLAN, the Internet, or both) tostreaming content viewer 125.

When streaming content viewer 125 is being used to view a televisionchannel stream, feedback 153 may be used to indicate identifiers ofparticular content items that have been output for presentation.However, it may also be possible that television service provider system110 can directly determine the particular content items that were outputfor presentation by streaming content viewer 125 without feedback 153.Since a television channel stream transmitted via an OTT arrangement istransmitted only to streaming content viewer 125 and is not generallybroadcast, television service provider system 110 can track theparticular content items that were included in the television channelstream transmitted to streaming content viewer 125. Therefore, when atelevision channel stream is transmitted to streaming content viewer125, tracking system 112 may monitor the output television channelstream to identify the content items present and record an indication ofsuch content items to the appropriate user profile of user profilesdatabase 115 and to the appropriate household profile of householdprofiles database 114.

In other embodiments, an insertion trigger 155 may be transmitted bytelevision service provider system 110 to streaming content viewer 125that indicates: an identifier of the content item to be replaced and anidentifier of the alternative content item to insert in place of thecontent item. Alternative content items may have been previouslytransmitted and stored by streaming content viewer 125. Therefore, onlyan insertion trigger to cause the alternative content item to beinserted may be needed to be transmitted by television service providersystem 110 to streaming content viewer 125. Insertion trigger 155 may betransmitted via Internet 140. Upon receipt and processing of insertiontrigger 155, streaming content viewer 125 may begin monitoring for anext instance of the content item to be replaced based on the uniqueidentifier of the content item being present in the metadata oftelevision channel streams. When located, streaming content viewer 125may insert the alternative content item in its place.

In the illustrated embodiment of FIG. 1 , a single television receiver120 and a single streaming content viewer 125 are illustrated. It shouldbe understood that in real-world embodiments, many more televisionreceivers and streaming content viewers may be present. For instance, asingle user may be associated with multiple television receivers and/ormultiple streaming content viewers. Further, system 100 may operate fora large number of users, therefore resulting in a large number of userprofiles, household profiles, television receivers, and streamingcontent viewers that are in communication with television serviceprovider system 110.

Insertion trigger system 116 may be used to determine when a contentitem in a television channel stream should be replaced with analternative content item. Insertion trigger system 116 may analyze datapresent in user profiles database 115, household profiles database 114,insertion rules database 117, and information, such as confidence dataor a weighting value, received from user identification system 113.Insertion rules database 117 may define particular rules for: 1) thecircumstances for when a particular content item should be replaced; and2) the qualifications for the alternative piece of content to replacethe content item. For each content item that is eligible to be replaced,an entry may be present in insertion rules database 117. The entry mayindicate, along with the unique identifier of the content item, athreshold number of times that the content item is to be output to auser prior to the content item being eligible for replacement. The entrymay also indicate a threshold rate for a given time period that, whenreached makes the content item eligible for replacement. The entry mayalso indicate the particular alternative content item that is to besubstituted for the content item when one of the output thresholds forthe content item has been reached. In some embodiments, rather than aparticular alternative content item being preselected for replacement ofthe content item, characteristics that are required to be present foralternative content items may be included instead. For instance, amaximum rating (e.g., G, PG, PG-13) for the alternative piece of contentmay be required. Other requirements may include the alternative piece ofcontent being within or outside of a particular industry. (For instance,an automotive company may not want their content item to be substitutedwith another automotive company's content item.) The alternative pieceof content can be required to be a particular duration to fit in thesame time period of the content item.

By analyzing the viewership data present in household profiles database114, user profile database 115, and in combination with insertion rulesdatabase 117, insertion trigger system 116 can determine when a contentitem should be replaced with an alternative content item. An insertiontrigger 154 may be transmitted by television service provider system 110to television receiver 120 that indicates: an identifier of the contentitem to be replaced and an identifier of the alternative content item toinsert in place of the content item. Alternative content items may havebeen previously transmitted and stored by television receiver 120.Therefore, only an insertion trigger to cause the alternative contentitem to be inserted is needed to be transmitted by television serviceprovider system 110 to television receiver 120. Insertion trigger 154may be transmitted via Internet 140 or via some other communicationarrangement. For instance, in a satellite-based television providersystem, an addressed message to television receiver 120 may betransmitted. Upon receipt and processing of the insertion trigger,television receiver 120 may begin monitoring for a next instance of thecontent item to be replaced based on the unique identifier of thecontent item being present in the metadata of television channelstreams. When located, television receiver 120 may insert thealternative content item in its place.

In some embodiments, streaming content viewer 125 may function similarlyin that alternative content is stored locally by streaming contentviewer 125 for insertion upon receiving an insertion trigger. In someembodiments, however, alternative content items may be stored bytelevision service provider system 110 and may be directly inserted intothe television channel stream transmitted directly via Internet 140 tostreaming content viewer 125. In such an arrangement, alternativecontent does not need to be stored directly by streaming content viewer125, but can be inserted by television service provider system 110 fromalternative content database 118.

In system 100, components such as tracking system 112, user profilesdatabase 115, household profiles database 114, insertion trigger system116, and insertion rules database 117 are incorporated as part oftelevision service provider system 110. In other embodiments, suchcomponents may be locally implemented as part of television receiver120, streaming content viewer 125, or both. In such arrangements, userprofiles may be established and monitored independently on such devices.In some embodiments, occasionally or periodically, television receiver120 and/or streaming content viewer 125 may update a central storage ofuser profiles and/or household profiles at television service providersystem 110.

FIG. 2 illustrates an embodiment of a household television viewingsystem 200. Household television viewing system 200 includes mastertelevision receiver 210 and television receiver client devices 220. Insuch an arrangement, master television receiver 210 may havefunctionality each of television receiver client devices 220 does notpossess. For instance, only master television receiver 210 maycommunicate with a television service provider system, while televisionreceiver client devices 220 may communicate with only master televisionreceiver 210. Further, master television receiver 210 may have theability to record and store content, while television receiver clientdevices 220 may only be able to output content streamed to them bymaster television receiver 210.

Master television receiver 210 may function as television receiver 120of FIG. 1 . Master television receiver 210 can include: one or moretuners 211; network interface 212; metadata analysis system 213;processing system 214; client interface 215; insertion content database216; and output interface 217. Tuners 211 can be tuned to particularfrequency bands to receive broadcasts of television channel streams.These streams may be broadcast via a satellite-based televisiondistribution system, cable based television distribution system, or someother form of television distribution system.

Metadata analysis system 213 may analyze metadata present and receivedtelevision channel streams and output indications of the content items'identifiers to processing system 214. Client interface 215 may streamrequested television channel streams to television receiver clientdevices 220. Therefore, metadata analysis system 213 may capture thecontent item identifiers for television channel streams being streamedto one or more of television receiver client devices 220. An indicationof the particular client device that is outputting the televisionchannel stream may be mapped to the content item identifiers.

Processing system 214 may create the feedback indicative of the contentitems being viewed to be output via network interface to televisionservice provider system 110. It should be understood that componentssuch as metadata analysis system 213 may be implemented using processingsystem 214. Processing system 214 may include one or morespecial-purpose or general-purpose processors. Such special-purposeprocessors may include processors that are specifically designed toperform the functions detailed herein. Such special-purpose processorsmay be ASICs or FPGAs which are general-purpose components that arephysically and electrically configured to perform the functions detailedherein. Such general-purpose processors may execute special-purposesoftware that is stored using one or more non-transitoryprocessor-readable mediums, such as random access memory (RAM), flashmemory, a hard disk drive (HDD), or a solid state drive (SSD).

Feedback may be transmitted via network interface 212 to the televisionservice provider system, such as via the Internet. Network interface 212may be configured to communicate via wired or wireless network, such asa home wireless local area network that communicates using an IEEE802.11 wireless communication protocol. Insertion content database 216may include one or more non-transitory processor readable mediums andmay serve to store alternative content items that have been receivedfrom the content provider system. Alternative content items may betransmitted to master television receiver 210 via a televisiondistribution network and received via tuner 211 and/or may betransmitted to master television receiver 210 via the Internet andreceived via network interface 212. Each alternative content item storedwithin insertion content database 216 may be mapped to a unique contentidentifier, such that when an insertion trigger is received by mastertelevision receiver 210 via either tuner 211 or network interface 212,processing system 214 can determine the appropriate alternative contentitem from insertion content database 216 to insert. This insertion maybe performed on a television channel stream that is being directlyoutput by master television receiver 210 via output interface 217 to atelevision (or other form of display device) or streamed withinhousehold system 200 to a television receiver client device oftelevision receiver client devices 220.

As illustrated, three television receiver client devices 220 arepresent. This number of television receiver client devices is merelyexemplary. In other embodiments, a greater or fewer number of televisionreceiver client devices may be present. In other embodiments, ratherthan a particular television receiver having greater functionality thanother television receivers, all television receivers within householdtelevision viewing system 200 may be capable of relatively the samefunctions. In such embodiments, each television receiver may communicatevia a network interface with the television service provider system.

In some embodiments, each television receiver within householdtelevision viewing system 200 may be linked to a particular userprofile. For instance, if television receiver client device 220-1 islocated within a particular user's bedroom, input that links a userprofile of the user who resides in the bedroom with television receiverclient device 220-1 may be used to associate the user with televisionreceiver client device 220-1. Therefore, if television receiver clientdevice 220-1 is in use, it is assumed that the user is almost certainlythe bedroom's resident. In other situations, a particular televisionreceiver may not be linked to a particular user profile. For instance,master television receiver 210 may be located in the living room orother space where multiple users may use master television receiver 210to view television channel streams.

FIG. 3 illustrates an embodiment 300 of the relationship between ahousehold profile and user profiles. In the illustrated example, fouruser profiles have been created for four different users associated witha particular subscription account. Data for each user profile thatreflects the particular content items viewed may be maintainedseparately. Therefore, for a first user, user profile 310-1 may bemaintained and indicate content items that were output to the firstuser. In a similar manner, user profile 310-2, user profile 310-3, anduser profile 310-4 may be maintained for second, third, and fourth usersrespectively.

All of the data gathered on behalf of these users that is stored as partof user profiles 310 may also be used to create household profile 330.In some embodiments, a separate household profile is maintained which isupdated whenever an individual user profile that is mapped to thehousehold profile is updated. For instance, if the second user sees aparticular content item, both user profile 310-2 and household profile330 may be updated to indicate that the content item was output forpresentation. In other embodiments, a particular household profile isnot maintained. Rather, when household profile data is desired, all ofthe data present in the associated user profiles 310 may be summed toobtain the same data as would be present in a dedicated householdprofile 330.

In some embodiments, it may not be always possible to determine theparticular user profile that should be associated with a giventelevision channel stream viewing session. If a particular user profilecannot be accurately selected, data about the particular content itemsviewed may still be collected but may be stored as part of unclassifieddata 320. Unclassified data 320 may be used as part of household profile330 but may not affect the contents of any particular user profile ofuser profiles 310. In fact, unclassified data 320 can be thought of asan additional user profile that serves as a catchall for recordingcontent items that were output for presentation to an unidentified user.

In some embodiments, user profiles 310 are created by the users. Thatis, each user may create a user account or otherwise establish a viewingprofile that the user tends to select prior to a television channelviewing session. For instance, if the user is using a streaming contentviewer, such as streaming content viewer 125, each user may be requiredto have a username and password. Each username may be linked with itsown user profile of user profiles 310. However, if a user only uses atelevision receiver, it may not be required that the user create a userprofile. For such situations, the user's viewing habits may be monitoredand a user profile may be created when a particular user has beenidentified as the viewer. For example, if a television receiver tends tooutput cartoons and the nightly news, two user profiles may beestablished since it is unlikely that it is the same viewer watching thecartoons in the nightly news. A first user profile may be establishedfor the viewer who tends to request the output of television channelstreams that includes cartoons and a second user profile may beestablished for the other viewer who tends to request the output oftelevision channel streams that includes the nightly news.

Various methods may be performed using the embodiments detailed inrelation to FIGS. 1-3 . FIG. 4 illustrates an embodiment of a method 400for hierarchically determining an active user profile from a pluralityof user profiles. Method 400 may be performed locally at the televisionreceiver or streaming media player device or may be performed in thecloud at the television service provider system, such as televisionservice provider system 110. The evaluation of method 400 may behierarchical. That is, factors that identify the particular user profilethat is to be made active that have a high degree of confidence may beevaluated first.

Such factors are not determinative; factors having a lower confidencemay be used. At block 410, a determination of whether a user profile hasbeen selected may be made. A user profile may be selected by a user, forexample, selecting a user profile that corresponds to the user prior tobeginning or during a television viewing session. If the user is using astreaming content viewer, the user may provide a username and passwordto login. The username and password may serve to select a particularuser profile. Alternatively, in some embodiments, a same username andpassword are used for an entire household and the user may be promptedto or requested to select a particular user profile before beginning atelevision viewing session. If such a user profile is selected, method400 may proceed to block 450 where that particular user profile isselected and set to active for the television viewing session. At block460, a confidence in the user profile selection may be determined. A setof predefined confidences may be assigned to particular factors. Forinstance, block 410 may be considered a first factor that, if determinedin the affirmative, results in a high confidence, such as 90% or 100%.It may be desirable to not use 100% because there is always thepossibility that an additional user may view content with the user thatselected his own profile. For instance, a family may tend to watchtelevision together.

At block 420, which is evaluated if block 410 is determined in thenegative, a determination is made as to whether a particular userprofile can be mapped to the viewing device being used. For example, ifa smart phone is being used to view a television channel stream, thesmart phone may have been previously associated with a particular userand user profile. By virtue of the television service provider systemreceiving an identifier of the viewing device, such as a MAC address, aparticular user profile that has been mapped to the viewing device canbe selected without the user having manually selected the user profile.Also, a television receiver may be associated with the particular userby virtue of the room in which the television receiver is located. Forinstance, if user input has previously been received that indicates thata television receiver is installed in a particular user's bedroom, thetelevision receiver may be mapped to a particular user profile of theroom's resident. If block 420 is determined in the affirmative, method400 may proceed to block 450 where the determined user profile is set toactive for the television viewing session and block 460 is performed inwhich a confidence in the user profile selection is determined.

At block 430, which is evaluated if block 420 is determined in thenegative, content analysis may be performed in an attempt to identifythe user profile that should be active. For each user profile, a list offavorite genres of content, favorite television channels, and/orfavorite times of day to watch television may be maintained at thetelevision service provider system or locally at the viewing device.This data may be used to select the appropriate user profile byperforming content analysis at block 430. For a defined period of time,such as for the first 20 minutes of a television channel viewingsession, the content selected for output may be analyzed while dataabout the content items viewed is maintained in a provisional userprofile. For instance, if in a household only one particular user tendsto watch the nightly news, when a television channel stream that isoutputting the nightly news is selected for output for most of thedefined period of time, a determination may be made that the userprofile associated with the user that tends to watch the nightly newsshould be activated. Data temporarily stored in the provisional userprofile may be incorporated as part of the identified user profile.

At part of block 430, a confidence value may be determined. Theconfidence value reflects the likelihood that the correct user profilehas been selected. For instance, if a type of content is being viewedthat is only associated with the particular user profile, a relativelyhigh confidence value may be determined; however, if a type of contentis being viewed that is frequently viewed in association with theparticular user profile but is also sometimes viewed in association withanother user profile, a relatively low confidence value may bedetermined.

At block 440, a determination may be made as to whether the contentanalysis performed at block 430 has a sufficiently high enoughconfidence to identify a user profile. For instance, a thresholdconfidence may be set such that, based on the result of block 430, block440 either proceeds to block 460 or block 450. That is, if theconfidence determined based on the content analysis is below thethreshold confidence value, no user profile may be selected and aconfidence in the user profile selection may be set to zero or someother low number at block 460. However, if the determined confidencevalue exceeds the threshold confidence, method 400 may proceed to block450 in which the user profile identified based on the content analysisis set to active for the television channel viewing session. At block460, the confidence determined as part of the content analysis at block430 may be used as the confidence value of block 460.

If block 430 cannot successfully be performed with a sufficiently highconfidence, method 400 may proceed to block 460 where a low confidence,such as 0%, is assigned for user profile selection. In some embodiments,rather than selecting no user profile, the most commonly used userprofile may be selected, but a low confidence may be assigned. In someembodiments, no user profile will be selected and data related to outputcontent items may be recorded as unclassified data as detailed inrelation to FIG. 3 . Such data may affect a household profile but maynot affect an individual user profile linked with the household profile.

The confidence level determined at block 460 may be based at least inpart on a predefined set of confidence values that have beenestablished. For example, Table 2 may be used to determine theconfidence values at block 460:

TABLE 2 Confidence Value Factor Selected User profile selected by user95% User profile mapped to device 75% Content analysis performed 30%-70%

The values of Table 2 are exemplary and may be set based on testing datato determine the relative accuracy of the different factors inidentifying the correct user profile. As previously discussed, anadditional situation to be kept in mind in setting the confidence valueis the possibility that one or more additional users may also be viewingthe television channel stream with the user that is mapped to theselected user profile.

FIG. 5 illustrates an embodiment of a method 500 for performing dynamiccontent insertion based on a user profile. Method 500 may be performedusing system 100 of FIG. 1 and, possibly, household television viewingsystem 200 of FIG. 2 . At block 505, a determination may be made as tothe user profile that should be set to active for the television channelviewing session. Block 505 may include performing some or all of thesteps of method 400. The determination of block 505 may be performed bythe television service provider system or by the device being used bythe user, such as a television receiver or streaming content viewer.

At block 510, content items that are being output for presentation whilethe user profile is active may be tracked. This can include determininga content item identifier for each content item based on metadataincluded as part of the television channel stream. In some embodiments,this tracking may be performed at the television receiver. In somesituations, this tracking may be performed by the television serviceprovider system, such as if a streaming content viewer is used. If theidentifiers of the content items that are output for presentation arecollected locally by the viewing device, feedback may be transmitted tothe television service provider system indicative of the content itemidentifiers at block 515. In some embodiments, this feedback may betransmitted in batches, such as on an occasional or periodic basis(e.g., once per hour, once per day). In other embodiments, as contentitems are viewed, feedback for the particular content item may betransmitted immediately. In some embodiments, if the user profile ismaintained locally by the viewing device, block 515 may not benecessary. Rather, the user profile may be updated locally at block 520.

At block 520, the user profile determined to be active may be updatedbased on the tracking feedback. This can include updating the userprofile to reflect that the content item was output for presentationalong with, possibly, an indication of when the content item was output.Depending on where the user profile is maintained, the update of block520 may be performed by the television service provider system or by theviewing device. Similarly, blocks 525-545 may be performed locally bythe viewing device or by the television service provider system asembodied in FIG. 1 .

At block 525, insertion rules that are mapped to future content items(such as a future instance of the same content item) that are to beincluded in the television channel stream for output for presentationmay be accessed or insertions rules for content items for which the userprofile was updated may be accessed. Insertion rules may be specific toeach content item. For instance, an entity may want a content item shownto viewers many times, while another entity may only want its contentitems shown to viewers a few times. A table, such as Table 3, may bemaintained that indicates a total output threshold, an output ratethreshold, or both.

TABLE 3 Output Content Total Rate Item Output Threshold IdentifierThreshold (per week) 349574 — 2 574848 7 — 004399 2 1 271312 12 5

At block 530, a determination may be made as to whether an outputthreshold for any content item has been reached based on the data storedwithin the user profile. The output threshold may be based on a totalnumber of outputs in association with the user profile. Additionally oralternatively an output threshold may be based on a rate of outputs overa defined period of time, such as a day or week, in association with theuser profile. If an output threshold has not been met for a piece ofcontent, the television channel stream may be output without anymodifications at block 550. That is, no content is dynamically insertedinto the television channel stream based on the user profile beinganalyzed in combination with the insertion rules. However, if an outputthreshold is determined to be met at block 530, method 500 may proceedto block 535.

As part of the insertion rules for individual pieces of content orstored as a separate data storage arrangement may be data that defineseither the specific alternative content item that is to be inserted inplace of a content item or characteristics that must be exhibited by thealternative content item. For instance, the characteristics may includea rating and an indication of an industry that the alternative contentis required to be within or outside of. Table 4 illustrates data thatcan be included as part of the insertion rules.

TABLE 4 Specific Piece Content of Item Alternative Rating RequiredExcluded Required Identifier Content? Requirement Industry IndustryDuration 349574 Y - 574848 — — — 574848 N PG, G — Automotive 20 seconds004399 Y - 271312 — — — 271312 N G Children Food 30 seconds

Once an appropriate alternative content item has been selected at block535 by the television service provider system or by the viewing device,an insertion message that will trigger 540 insertion of the alternativecontent item to replace the content item that has met the outputthreshold is transmitted to the viewing device. The insertion messagemay also include an indication of the selected alternative content item(e.g., the alternative content item identifier). This step may only benecessary if the determination and selection is performed by thetelevision service provider system. For television receivers andstreaming content devices, multiple alternative content items may havealready been received and stored locally, including the alternativecontent item that is to be inserted. The television receiver orstreaming content device may store indications of the content item to bereplaced and the alternative content item to be inserted; therefore, thedevice may monitor for the presence of the content item to be replacedin a television channel stream at least until the next time it appearsand possibly for many future times in which the content item appears(either on a particular television channel or across multiple televisionchannels). Alternatively, for streaming content devices, the alternativecontent may be dynamically inserted into the television channel streamby the television service provider system in place of the content itemthat met the output threshold.

At block 545, the television channel stream that includes thealternative content item substituted for the content item that met theoutput threshold may be output for presentation by either the televisionreceiver or the streaming content. From the user's perspective, it mayappear that the alternative content item was included as part of theoriginal television channel stream. The television service providersystem (or the viewing device) may store data indicative of thealternative content item being substituted for the content item that metthe output threshold. Periodically or occasionally, the televisionservice provider may provide information or payment to the entityassociated with the content item that was replaced.

FIG. 6 illustrates an embodiment of a method 600 for performing dynamiccontent insertion based on a user profile and a household profile.Method 600 may be performed similarly to method 500, but additionally,the confidence of a selection of a user profile and a household profileare taken into account. Unless discussed separately, blocks that matchFIG. 5 are performed as detailed in relation to method 500.

At block 601, a determination may be made as to the user profile thatshould be set to active for the television channel viewing session.Block 601 may include performing some or all of the steps of method 400.As part of determining the user profile that should be active, aconfidence may be determined that is indicative of how likely theselected user profile is correct. If at least a threshold confidence isnot reached, no user profile may be selected and only a householdprofile may be activated. Alternatively, a most-frequently used userprofile mapped to the household profile may be activated. In addition toor as part of determining the active user profile, a household profilemay be activated. In some embodiments, no household profile ismaintained but rather user profiles that are associated with the samehousehold are summed together to obtain household level information. Thedetermination of block 601 may be performed by the television serviceprovider system or by the device being used by the user, such as atelevision receiver or streaming content viewer.

At block 605, the user profile determined to be active may be updatedbased on the tracking feedback. This can include updating the userprofile to reflect that the content item was output for presentationalong with, possibly, an indication of when the content item was output.A household profile that is mapped to the user profile may also beupdated based on the tracking feedback to indicate that the one or morecontent items were output for presentation. Depending on where the userprofile is maintained, the update of block 520 may be performed by thetelevision service provider system or by the viewing device. Similarly,blocks 525-545 may be performed locally by the viewing device or by thetelevision service provider system as embodied in FIG. 1 .

At block 610, a determination may be made as to whether an outputthreshold for any content item has been reached based on the data storedwithin the user profile and household profile based on the confidence.The confidence value determined at block 601 may be used to determine aweighting value or, in some embodiments, the confidence value may beused directly as the weighting value. The weighting value indicates howmuch data within the user profile should be weighted in relation to thehousehold profile. Equation 1 represents an example of how a householdprofile, user profile, and weighting value can be used together todetermine if an output threshold has been met.CombinedValue=HouseholdValue(1−WeightingValue)+UserValue(WeightingValue)  Eq. 1

In equation 1, either the total number of views or the total number ofviews over a defined period of time (e.g., a rate of output) are usedfrom the household profile and the user profile for HouseholdValue andUserValue, respectively. The WeightingValue is used to adjust the amountof weight afforded to each of these values. The output value of Equation1, CombinedValue, is used for comparison with the output threshold valuepresent in the insertion rules for a content item. It should beunderstood that in other embodiments, other equations may be used toobtain a combined value reflective of outputs performed at the householdlevel and at the user level. If the output threshold has not been metfor a content item by the CombinedValue, the television channel streammay be output without any modifications at block 550. That is, nocontent is dynamically inserted into the television channel stream basedon the user profile being analyzed in combination with the insertionrules. However, if an output threshold is determined to be met at block610 by the CombinedValue, method 600 may proceed to block 535.

The methods, systems, and devices discussed above are examples. Variousconfigurations may omit, substitute, or add various procedures orcomponents as appropriate. For instance, in alternative configurations,the methods may be performed in an order different from that described,and/or various stages may be added, omitted, and/or combined. Also,features described with respect to certain configurations may becombined in various other configurations. Different aspects and elementsof the configurations may be combined in a similar manner. Also,technology evolves and, thus, many of the elements are examples and donot limit the scope of the disclosure or claims.

Specific details are given in the description to provide a thoroughunderstanding of example configurations (including implementations).However, configurations may be practiced without these specific details.For example, well-known circuits, processes, algorithms, structures, andtechniques have been shown without unnecessary detail in order to avoidobscuring the configurations. This description provides exampleconfigurations only, and does not limit the scope, applicability, orconfigurations of the claims. Rather, the preceding description of theconfigurations will provide those skilled in the art with an enablingdescription for implementing described techniques. Various changes maybe made in the function and arrangement of elements without departingfrom the spirit or scope of the disclosure.

Also, configurations may be described as a process which is depicted asa flow diagram or block diagram. Although each may describe theoperations as a sequential process, many of the operations can beperformed in parallel or concurrently. In addition, the order of theoperations may be rearranged. A process may have additional steps notincluded in the figure. Furthermore, examples of the methods may beimplemented by hardware, software, firmware, middleware, microcode,hardware description languages, or any combination thereof. Whenimplemented in software, firmware, middleware, or microcode, the programcode or code segments to perform the necessary tasks may be stored in anon-transitory computer-readable medium such as a storage medium.Processors may perform the described tasks.

Having described several example configurations, various modifications,alternative constructions, and equivalents may be used without departingfrom the spirit of the disclosure. For example, the above elements maybe components of a larger system, wherein other rules may takeprecedence over or otherwise modify the application of the invention.Also, a number of steps may be undertaken before, during, or after theabove elements are considered.

What is claimed is:
 1. A method for performing dynamic contentinsertion, the method comprising: tracking a plurality of video contentitems that have been output for presentation across a plurality oftelevision viewing sessions, wherein tracking the plurality of videocontent items comprises: for a first video content item of the pluralityof video content items, determining an output rate during a time periodat which the first video content item has been output across theplurality of television viewing sessions; evaluating an insertion rulemapped to the first video content item, wherein the insertion ruledefines a predefined output threshold rate for the first video contentitem; determining that the output rate during the time period that thefirst video content item has been output has met the predefined outputthreshold rate of the insertion rule; selecting an alternative videocontent item for insertion based on determining that the output rate ofthe first video content item has met the predefined output thresholdrate; triggering a television receiver to substitute the alternativevideo content item into a television channel stream to replace the firstvideo content item; and outputting, by the television receiver, thetelevision channel stream that includes the alternative video contentitem.
 2. The method for performing dynamic content insertion of claim 1,wherein tracking the plurality of video content items further comprises:for a second video content item of the plurality of video content items,determining a number of times that the second video content item hasbeen output across the plurality of television viewing sessions.
 3. Themethod for performing dynamic content insertion of claim 2, whereintracking the plurality of video content items further comprises:evaluating a second insertion rule mapped to the second video contentitem, wherein the second insertion rule defines a predefined outputthreshold for the second video content item.
 4. The method forperforming dynamic content insertion of claim 3, further comprising:determining that the number of times that the second video content itemhas been output has met the predefined output threshold of the secondinsertion rule for the second video content item; selecting a secondalternative video content item for insertion based on the secondinsertion rule; triggering the television receiver to substitute thesecond alternative video content item into a second television channelstream to replace the second video content item; and outputting, by thetelevision receiver, the second television channel stream that includesthe second alternative video content item.
 5. The method for performingdynamic content insertion of claim 1, wherein the plurality of videocontent items are advertisements presented during television commercialbreaks.
 6. The method for performing dynamic content insertion of claim1, wherein triggering comprises a remote server system transmitting aninsertion message to the television receiver, the method furthercomprising: retrieving, by the television receiver, the alternate videocontent item from a processor-readable storage medium of the televisionreceiver.
 7. The method for performing dynamic content insertion ofclaim 1, further comprising: activating a user profile of a plurality ofuser profiles at the television receiver.
 8. The method for performingdynamic content insertion of claim 7, wherein activating the userprofile is performed based on user input.
 9. The method for performingdynamic content insertion of claim 7, wherein activating the userprofile comprises performing content analysis.
 10. The method forperforming dynamic content insertion of claim 7, wherein: tracking ofthe plurality of video content items is performed for the user profile;and the insertion rule is evaluated for the user profile.
 11. A dynamiccontent insertion system, the dynamic content insertion systemcomprising: one or more processors, the one or more processorsconfigured to: track a plurality of video content items that have beenoutput for presentation across a plurality of television viewingsessions, wherein tracking the plurality of video content itemscomprises: for a first video content item of the plurality of videocontent items, determining an output rate during a time period at whichthe first video content item has been output across the plurality oftelevision viewing sessions; evaluate an insertion rule mapped to thefirst video content item, wherein the insertion rule defines apredefined output threshold rate for the first video content item;determine that the output rate during the time period that the firstvideo content item has been output has met the predefined outputthreshold rate of the insertion rule; select an alternative videocontent item for insertion based on determining that the output rate ofthe first video content item has met the predefined output thresholdrate; trigger substitution of the alternative video content item into atelevision channel stream to replace the first video content item; andcause the television channel stream to be output that includes thealternative video content item.
 12. The dynamic content insertion systemof claim 11, wherein the one or more processors being configured totrack the plurality of video content items further comprises the one ormore processors being configured to: for a second video content item ofthe plurality of video content items, determine a number of times thatthe second video content item has been output across the plurality oftelevision viewing sessions.
 13. The dynamic content insertion system ofclaim 12, wherein the one or more processors being configured to trackthe plurality of video content items further comprises the one or moreprocessors being configured to: evaluate a second insertion rule mappedto the second video content item, wherein the second insertion ruledefines a predefined output threshold for the second video content item.14. The dynamic content insertion system of claim 13, further comprisingthe one or more processors being configured to: determine that thenumber of times that the second video content item has been output hasmet the predefined output threshold of the second insertion rule for thesecond video content item; select a second alternative video contentitem for insertion based on the second insertion rule; trigger atelevision receiver to substitute the second alternative video contentitem into a second television channel stream to replace the second videocontent item; and cause the second television channel stream to beoutput that includes the second alternative video content item.
 15. Thedynamic content insertion system of claim 11, wherein the plurality ofvideo content items are advertisements presented during televisioncommercial breaks.
 16. The dynamic content insertion system of claim 11,wherein the dynamic content insertion system comprises a televisionreceiver.
 17. The dynamic content insertion system of claim 11, furthercomprising the one or more processors being configured to: activate auser profile of a plurality of user profiles.
 18. The dynamic contentinsertion system of claim 17, wherein the one or more processors beingconfigured to activate the user profile comprises the one or moreprocessors being configured to perform activation based on user input.19. The dynamic content insertion system of claim 17, wherein the one ormore processors being configured to activate the user profile comprisesthe one or more processors being configured to perform a contentanalysis process to select the user profile for activation.
 20. Thedynamic content insertion system of claim 17, wherein tracking of theplurality of video content items is performed for the user profile bythe one or more processors and the insertion rule is evaluated for theuser profile by the one or more processors.